{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import requests\n",
    "import sys\n",
    "from bs4 import BeautifulSoup\n",
    "from tqdm import tqdm\n",
    "import csv\n",
    "import codecs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from IPython.core.interactiveshell import InteractiveShell\n",
    "InteractiveShell.ast_node_interactivity = \"all\" "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " 'https://www.coincola.com/ad-detail/17665',\n",
       " 'https://www.coincola.com/ad-detail/17666',\n",
       " 'https://www.coincola.com/ad-detail/17667',\n",
       " 'https://www.coincola.com/ad-detail/17668',\n",
       " 'https://www.coincola.com/ad-detail/17669',\n",
       " 'https://www.coincola.com/ad-detail/17670',\n",
       " 'https://www.coincola.com/ad-detail/17671',\n",
       " 'https://www.coincola.com/ad-detail/17672',\n",
       " 'https://www.coincola.com/ad-detail/17673',\n",
       " 'https://www.coincola.com/ad-detail/17674',\n",
       " 'https://www.coincola.com/ad-detail/17675',\n",
       " 'https://www.coincola.com/ad-detail/17676',\n",
       " 'https://www.coincola.com/ad-detail/17677',\n",
       " 'https://www.coincola.com/ad-detail/17678',\n",
       " 'https://www.coincola.com/ad-detail/17679',\n",
       " 'https://www.coincola.com/ad-detail/17680',\n",
       " 'https://www.coincola.com/ad-detail/17681',\n",
       " 'https://www.coincola.com/ad-detail/17682',\n",
       " 'https://www.coincola.com/ad-detail/17683',\n",
       " 'https://www.coincola.com/ad-detail/17684',\n",
       " 'https://www.coincola.com/ad-detail/17685',\n",
       " 'https://www.coincola.com/ad-detail/17686',\n",
       " 'https://www.coincola.com/ad-detail/17687',\n",
       " 'https://www.coincola.com/ad-detail/17688',\n",
       " 'https://www.coincola.com/ad-detail/17689',\n",
       " 'https://www.coincola.com/ad-detail/17690',\n",
       " 'https://www.coincola.com/ad-detail/17691',\n",
       " 'https://www.coincola.com/ad-detail/17692',\n",
       " 'https://www.coincola.com/ad-detail/17693',\n",
       " 'https://www.coincola.com/ad-detail/17694',\n",
       " 'https://www.coincola.com/ad-detail/17695',\n",
       " 'https://www.coincola.com/ad-detail/17696',\n",
       " 'https://www.coincola.com/ad-detail/17697',\n",
       " 'https://www.coincola.com/ad-detail/17698',\n",
       " 'https://www.coincola.com/ad-detail/17699',\n",
       " 'https://www.coincola.com/ad-detail/17700',\n",
       " 'https://www.coincola.com/ad-detail/17701',\n",
       " 'https://www.coincola.com/ad-detail/17702',\n",
       " 'https://www.coincola.com/ad-detail/17703',\n",
       " 'https://www.coincola.com/ad-detail/17704',\n",
       " 'https://www.coincola.com/ad-detail/17705',\n",
       " 'https://www.coincola.com/ad-detail/17706',\n",
       " 'https://www.coincola.com/ad-detail/17707',\n",
       " 'https://www.coincola.com/ad-detail/17708',\n",
       " 'https://www.coincola.com/ad-detail/17709',\n",
       " 'https://www.coincola.com/ad-detail/17710',\n",
       " 'https://www.coincola.com/ad-detail/17711',\n",
       " 'https://www.coincola.com/ad-detail/17712',\n",
       " 'https://www.coincola.com/ad-detail/17713',\n",
       " 'https://www.coincola.com/ad-detail/17714',\n",
       " 'https://www.coincola.com/ad-detail/17715',\n",
       " 'https://www.coincola.com/ad-detail/17716',\n",
       " 'https://www.coincola.com/ad-detail/17717',\n",
       " 'https://www.coincola.com/ad-detail/17718',\n",
       " 'https://www.coincola.com/ad-detail/17719',\n",
       " 'https://www.coincola.com/ad-detail/17720',\n",
       " 'https://www.coincola.com/ad-detail/17721',\n",
       " 'https://www.coincola.com/ad-detail/17722',\n",
       " 'https://www.coincola.com/ad-detail/17723',\n",
       " 'https://www.coincola.com/ad-detail/17724',\n",
       " 'https://www.coincola.com/ad-detail/17725',\n",
       " 'https://www.coincola.com/ad-detail/17726',\n",
       " 'https://www.coincola.com/ad-detail/17727',\n",
       " 'https://www.coincola.com/ad-detail/17728',\n",
       " 'https://www.coincola.com/ad-detail/17729',\n",
       " 'https://www.coincola.com/ad-detail/17730',\n",
       " 'https://www.coincola.com/ad-detail/17731',\n",
       " 'https://www.coincola.com/ad-detail/17732',\n",
       " 'https://www.coincola.com/ad-detail/17733',\n",
       " 'https://www.coincola.com/ad-detail/17734',\n",
       " 'https://www.coincola.com/ad-detail/17735',\n",
       " 'https://www.coincola.com/ad-detail/17736',\n",
       " 'https://www.coincola.com/ad-detail/17737',\n",
       " 'https://www.coincola.com/ad-detail/17738',\n",
       " 'https://www.coincola.com/ad-detail/17739',\n",
       " 'https://www.coincola.com/ad-detail/17740',\n",
       " 'https://www.coincola.com/ad-detail/17741',\n",
       " 'https://www.coincola.com/ad-detail/17742',\n",
       " 'https://www.coincola.com/ad-detail/17743',\n",
       " 'https://www.coincola.com/ad-detail/17744',\n",
       " 'https://www.coincola.com/ad-detail/17745',\n",
       " 'https://www.coincola.com/ad-detail/17746',\n",
       " 'https://www.coincola.com/ad-detail/17747',\n",
       " 'https://www.coincola.com/ad-detail/17748',\n",
       " 'https://www.coincola.com/ad-detail/17749',\n",
       " 'https://www.coincola.com/ad-detail/17750',\n",
       " 'https://www.coincola.com/ad-detail/17751',\n",
       " 'https://www.coincola.com/ad-detail/17752',\n",
       " 'https://www.coincola.com/ad-detail/17753',\n",
       " 'https://www.coincola.com/ad-detail/17754',\n",
       " 'https://www.coincola.com/ad-detail/17755',\n",
       " 'https://www.coincola.com/ad-detail/17756',\n",
       " 'https://www.coincola.com/ad-detail/17757',\n",
       " 'https://www.coincola.com/ad-detail/17758',\n",
       " 'https://www.coincola.com/ad-detail/17759',\n",
       " 'https://www.coincola.com/ad-detail/17760',\n",
       " 'https://www.coincola.com/ad-detail/17761',\n",
       " 'https://www.coincola.com/ad-detail/17762',\n",
       " 'https://www.coincola.com/ad-detail/17763',\n",
       " 'https://www.coincola.com/ad-detail/17764',\n",
       " 'https://www.coincola.com/ad-detail/17765',\n",
       " 'https://www.coincola.com/ad-detail/17766',\n",
       " 'https://www.coincola.com/ad-detail/17767',\n",
       " 'https://www.coincola.com/ad-detail/17768',\n",
       " 'https://www.coincola.com/ad-detail/17769',\n",
       " 'https://www.coincola.com/ad-detail/17770',\n",
       " 'https://www.coincola.com/ad-detail/17771',\n",
       " 'https://www.coincola.com/ad-detail/17772',\n",
       " 'https://www.coincola.com/ad-detail/17773',\n",
       " 'https://www.coincola.com/ad-detail/17774',\n",
       " 'https://www.coincola.com/ad-detail/17775',\n",
       " 'https://www.coincola.com/ad-detail/17776',\n",
       " 'https://www.coincola.com/ad-detail/17777',\n",
       " 'https://www.coincola.com/ad-detail/17778',\n",
       " 'https://www.coincola.com/ad-detail/17779',\n",
       " 'https://www.coincola.com/ad-detail/17780',\n",
       " 'https://www.coincola.com/ad-detail/17781',\n",
       " 'https://www.coincola.com/ad-detail/17782',\n",
       " 'https://www.coincola.com/ad-detail/17783',\n",
       " 'https://www.coincola.com/ad-detail/17784',\n",
       " 'https://www.coincola.com/ad-detail/17785',\n",
       " 'https://www.coincola.com/ad-detail/17786',\n",
       " 'https://www.coincola.com/ad-detail/17787',\n",
       " 'https://www.coincola.com/ad-detail/17788',\n",
       " 'https://www.coincola.com/ad-detail/17789',\n",
       " 'https://www.coincola.com/ad-detail/17790',\n",
       " 'https://www.coincola.com/ad-detail/17791',\n",
       " 'https://www.coincola.com/ad-detail/17792',\n",
       " 'https://www.coincola.com/ad-detail/17793',\n",
       " 'https://www.coincola.com/ad-detail/17794',\n",
       " 'https://www.coincola.com/ad-detail/17795',\n",
       " 'https://www.coincola.com/ad-detail/17796',\n",
       " 'https://www.coincola.com/ad-detail/17797',\n",
       " 'https://www.coincola.com/ad-detail/17798',\n",
       " 'https://www.coincola.com/ad-detail/17799',\n",
       " 'https://www.coincola.com/ad-detail/17800',\n",
       " 'https://www.coincola.com/ad-detail/17801',\n",
       " 'https://www.coincola.com/ad-detail/17802',\n",
       " 'https://www.coincola.com/ad-detail/17803',\n",
       " 'https://www.coincola.com/ad-detail/17804',\n",
       " 'https://www.coincola.com/ad-detail/17805',\n",
       " 'https://www.coincola.com/ad-detail/17806',\n",
       " 'https://www.coincola.com/ad-detail/17807',\n",
       " 'https://www.coincola.com/ad-detail/17808',\n",
       " 'https://www.coincola.com/ad-detail/17809',\n",
       " 'https://www.coincola.com/ad-detail/17810',\n",
       " 'https://www.coincola.com/ad-detail/17811',\n",
       " 'https://www.coincola.com/ad-detail/17812',\n",
       " 'https://www.coincola.com/ad-detail/17813',\n",
       " 'https://www.coincola.com/ad-detail/17814',\n",
       " 'https://www.coincola.com/ad-detail/17815',\n",
       " 'https://www.coincola.com/ad-detail/17816',\n",
       " 'https://www.coincola.com/ad-detail/17817',\n",
       " 'https://www.coincola.com/ad-detail/17818',\n",
       " 'https://www.coincola.com/ad-detail/17819',\n",
       " 'https://www.coincola.com/ad-detail/17820',\n",
       " 'https://www.coincola.com/ad-detail/17821',\n",
       " 'https://www.coincola.com/ad-detail/17822',\n",
       " 'https://www.coincola.com/ad-detail/17823',\n",
       " 'https://www.coincola.com/ad-detail/17824',\n",
       " 'https://www.coincola.com/ad-detail/17825',\n",
       " 'https://www.coincola.com/ad-detail/17826',\n",
       " 'https://www.coincola.com/ad-detail/17827',\n",
       " 'https://www.coincola.com/ad-detail/17828',\n",
       " 'https://www.coincola.com/ad-detail/17829',\n",
       " 'https://www.coincola.com/ad-detail/17830',\n",
       " 'https://www.coincola.com/ad-detail/17831',\n",
       " 'https://www.coincola.com/ad-detail/17832',\n",
       " 'https://www.coincola.com/ad-detail/17833',\n",
       " 'https://www.coincola.com/ad-detail/17834',\n",
       " 'https://www.coincola.com/ad-detail/17835',\n",
       " 'https://www.coincola.com/ad-detail/17836',\n",
       " 'https://www.coincola.com/ad-detail/17837',\n",
       " 'https://www.coincola.com/ad-detail/17838',\n",
       " 'https://www.coincola.com/ad-detail/17839',\n",
       " 'https://www.coincola.com/ad-detail/17840',\n",
       " 'https://www.coincola.com/ad-detail/17841',\n",
       " 'https://www.coincola.com/ad-detail/17842',\n",
       " 'https://www.coincola.com/ad-detail/17843',\n",
       " 'https://www.coincola.com/ad-detail/17844',\n",
       " 'https://www.coincola.com/ad-detail/17845',\n",
       " 'https://www.coincola.com/ad-detail/17846',\n",
       " 'https://www.coincola.com/ad-detail/17847',\n",
       " 'https://www.coincola.com/ad-detail/17848',\n",
       " 'https://www.coincola.com/ad-detail/17849',\n",
       " 'https://www.coincola.com/ad-detail/17850',\n",
       " 'https://www.coincola.com/ad-detail/17851',\n",
       " 'https://www.coincola.com/ad-detail/17852',\n",
       " 'https://www.coincola.com/ad-detail/17853',\n",
       " 'https://www.coincola.com/ad-detail/17854',\n",
       " 'https://www.coincola.com/ad-detail/17855',\n",
       " 'https://www.coincola.com/ad-detail/17856',\n",
       " 'https://www.coincola.com/ad-detail/17857',\n",
       " 'https://www.coincola.com/ad-detail/17858',\n",
       " 'https://www.coincola.com/ad-detail/17859',\n",
       " 'https://www.coincola.com/ad-detail/17860',\n",
       " 'https://www.coincola.com/ad-detail/17861',\n",
       " 'https://www.coincola.com/ad-detail/17862',\n",
       " 'https://www.coincola.com/ad-detail/17863',\n",
       " 'https://www.coincola.com/ad-detail/17864',\n",
       " 'https://www.coincola.com/ad-detail/17865',\n",
       " 'https://www.coincola.com/ad-detail/17866',\n",
       " 'https://www.coincola.com/ad-detail/17867',\n",
       " 'https://www.coincola.com/ad-detail/17868',\n",
       " 'https://www.coincola.com/ad-detail/17869',\n",
       " 'https://www.coincola.com/ad-detail/17870',\n",
       " 'https://www.coincola.com/ad-detail/17871',\n",
       " 'https://www.coincola.com/ad-detail/17872',\n",
       " 'https://www.coincola.com/ad-detail/17873',\n",
       " 'https://www.coincola.com/ad-detail/17874',\n",
       " 'https://www.coincola.com/ad-detail/17875',\n",
       " 'https://www.coincola.com/ad-detail/17876',\n",
       " 'https://www.coincola.com/ad-detail/17877',\n",
       " 'https://www.coincola.com/ad-detail/17878',\n",
       " 'https://www.coincola.com/ad-detail/17879',\n",
       " 'https://www.coincola.com/ad-detail/17880',\n",
       " 'https://www.coincola.com/ad-detail/17881',\n",
       " 'https://www.coincola.com/ad-detail/17882',\n",
       " 'https://www.coincola.com/ad-detail/17883',\n",
       " 'https://www.coincola.com/ad-detail/17884',\n",
       " 'https://www.coincola.com/ad-detail/17885',\n",
       " 'https://www.coincola.com/ad-detail/17886',\n",
       " 'https://www.coincola.com/ad-detail/17887',\n",
       " 'https://www.coincola.com/ad-detail/17888',\n",
       " 'https://www.coincola.com/ad-detail/17889',\n",
       " 'https://www.coincola.com/ad-detail/17890',\n",
       " 'https://www.coincola.com/ad-detail/17891',\n",
       " 'https://www.coincola.com/ad-detail/17892',\n",
       " 'https://www.coincola.com/ad-detail/17893',\n",
       " 'https://www.coincola.com/ad-detail/17894',\n",
       " 'https://www.coincola.com/ad-detail/17895',\n",
       " 'https://www.coincola.com/ad-detail/17896',\n",
       " 'https://www.coincola.com/ad-detail/17897',\n",
       " 'https://www.coincola.com/ad-detail/17898',\n",
       " 'https://www.coincola.com/ad-detail/17899',\n",
       " 'https://www.coincola.com/ad-detail/17900',\n",
       " 'https://www.coincola.com/ad-detail/17901',\n",
       " 'https://www.coincola.com/ad-detail/17902',\n",
       " 'https://www.coincola.com/ad-detail/17903',\n",
       " 'https://www.coincola.com/ad-detail/17904',\n",
       " 'https://www.coincola.com/ad-detail/17905',\n",
       " 'https://www.coincola.com/ad-detail/17906',\n",
       " 'https://www.coincola.com/ad-detail/17907',\n",
       " 'https://www.coincola.com/ad-detail/17908',\n",
       " 'https://www.coincola.com/ad-detail/17909',\n",
       " 'https://www.coincola.com/ad-detail/17910',\n",
       " 'https://www.coincola.com/ad-detail/17911',\n",
       " 'https://www.coincola.com/ad-detail/17912',\n",
       " 'https://www.coincola.com/ad-detail/17913',\n",
       " 'https://www.coincola.com/ad-detail/17914',\n",
       " 'https://www.coincola.com/ad-detail/17915',\n",
       " 'https://www.coincola.com/ad-detail/17916',\n",
       " 'https://www.coincola.com/ad-detail/17917',\n",
       " 'https://www.coincola.com/ad-detail/17918',\n",
       " 'https://www.coincola.com/ad-detail/17919',\n",
       " 'https://www.coincola.com/ad-detail/17920',\n",
       " 'https://www.coincola.com/ad-detail/17921',\n",
       " 'https://www.coincola.com/ad-detail/17922',\n",
       " 'https://www.coincola.com/ad-detail/17923',\n",
       " 'https://www.coincola.com/ad-detail/17924',\n",
       " 'https://www.coincola.com/ad-detail/17925',\n",
       " 'https://www.coincola.com/ad-detail/17926',\n",
       " 'https://www.coincola.com/ad-detail/17927',\n",
       " 'https://www.coincola.com/ad-detail/17928',\n",
       " 'https://www.coincola.com/ad-detail/17929',\n",
       " 'https://www.coincola.com/ad-detail/17930',\n",
       " 'https://www.coincola.com/ad-detail/17931',\n",
       " 'https://www.coincola.com/ad-detail/17932',\n",
       " 'https://www.coincola.com/ad-detail/17933',\n",
       " 'https://www.coincola.com/ad-detail/17934',\n",
       " 'https://www.coincola.com/ad-detail/17935',\n",
       " 'https://www.coincola.com/ad-detail/17936',\n",
       " 'https://www.coincola.com/ad-detail/17937',\n",
       " 'https://www.coincola.com/ad-detail/17938',\n",
       " 'https://www.coincola.com/ad-detail/17939',\n",
       " 'https://www.coincola.com/ad-detail/17940',\n",
       " 'https://www.coincola.com/ad-detail/17941',\n",
       " 'https://www.coincola.com/ad-detail/17942',\n",
       " 'https://www.coincola.com/ad-detail/17943',\n",
       " 'https://www.coincola.com/ad-detail/17944',\n",
       " 'https://www.coincola.com/ad-detail/17945',\n",
       " 'https://www.coincola.com/ad-detail/17946',\n",
       " 'https://www.coincola.com/ad-detail/17947',\n",
       " 'https://www.coincola.com/ad-detail/17948',\n",
       " 'https://www.coincola.com/ad-detail/17949',\n",
       " 'https://www.coincola.com/ad-detail/17950',\n",
       " 'https://www.coincola.com/ad-detail/17951',\n",
       " 'https://www.coincola.com/ad-detail/17952',\n",
       " 'https://www.coincola.com/ad-detail/17953',\n",
       " 'https://www.coincola.com/ad-detail/17954',\n",
       " 'https://www.coincola.com/ad-detail/17955',\n",
       " 'https://www.coincola.com/ad-detail/17956',\n",
       " 'https://www.coincola.com/ad-detail/17957',\n",
       " 'https://www.coincola.com/ad-detail/17958',\n",
       " 'https://www.coincola.com/ad-detail/17959',\n",
       " 'https://www.coincola.com/ad-detail/17960',\n",
       " 'https://www.coincola.com/ad-detail/17961',\n",
       " 'https://www.coincola.com/ad-detail/17962',\n",
       " 'https://www.coincola.com/ad-detail/17963',\n",
       " 'https://www.coincola.com/ad-detail/17964',\n",
       " 'https://www.coincola.com/ad-detail/17965',\n",
       " 'https://www.coincola.com/ad-detail/17966',\n",
       " 'https://www.coincola.com/ad-detail/17967',\n",
       " 'https://www.coincola.com/ad-detail/17968',\n",
       " 'https://www.coincola.com/ad-detail/17969',\n",
       " 'https://www.coincola.com/ad-detail/17970',\n",
       " 'https://www.coincola.com/ad-detail/17971',\n",
       " 'https://www.coincola.com/ad-detail/17972',\n",
       " 'https://www.coincola.com/ad-detail/17973',\n",
       " 'https://www.coincola.com/ad-detail/17974',\n",
       " 'https://www.coincola.com/ad-detail/17975',\n",
       " 'https://www.coincola.com/ad-detail/17976',\n",
       " 'https://www.coincola.com/ad-detail/17977',\n",
       " 'https://www.coincola.com/ad-detail/17978',\n",
       " 'https://www.coincola.com/ad-detail/17979',\n",
       " 'https://www.coincola.com/ad-detail/17980',\n",
       " 'https://www.coincola.com/ad-detail/17981',\n",
       " 'https://www.coincola.com/ad-detail/17982',\n",
       " 'https://www.coincola.com/ad-detail/17983',\n",
       " 'https://www.coincola.com/ad-detail/17984',\n",
       " 'https://www.coincola.com/ad-detail/17985',\n",
       " 'https://www.coincola.com/ad-detail/17986',\n",
       " 'https://www.coincola.com/ad-detail/17987',\n",
       " 'https://www.coincola.com/ad-detail/17988',\n",
       " 'https://www.coincola.com/ad-detail/17989',\n",
       " 'https://www.coincola.com/ad-detail/17990',\n",
       " 'https://www.coincola.com/ad-detail/17991',\n",
       " 'https://www.coincola.com/ad-detail/17992',\n",
       " 'https://www.coincola.com/ad-detail/17993',\n",
       " 'https://www.coincola.com/ad-detail/17994',\n",
       " 'https://www.coincola.com/ad-detail/17995',\n",
       " 'https://www.coincola.com/ad-detail/17996',\n",
       " 'https://www.coincola.com/ad-detail/17997',\n",
       " 'https://www.coincola.com/ad-detail/17998',\n",
       " 'https://www.coincola.com/ad-detail/17999',\n",
       " ...]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#https://www.coincola.com/ad-detail/17001-19999\n",
    "trade_urls = ['https://www.coincola.com/ad-detail/%d' % (17000+i) for i in range(3000)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#由于网站禁止爬虫，可以在请求加上头信息，伪装成浏览器访问.\n",
    "headers = {\n",
    "    'User-Agent': 'Mozilla/5.0'\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def get_product_info(url):\n",
    "    r = requests.get(url, headers=headers)\n",
    "   \n",
    "    soup = BeautifulSoup(r.text, 'html5lib')\n",
    "    content = soup.find('div', class_=\"line mt-20 mb-20\")\n",
    "\n",
    "    content\n",
    "    return content"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "ads_data = []\n",
    "\n",
    "for detail_url in tqdm(trade_urls):\n",
    "    detail_ads = get_product_info(detail_url)\n",
    "    ads_data.append(prooduct_info)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "with codecs.open(r'data/coincloa.csv', 'a', encoding='utf_8_sig') as f:\n",
    "    csv_file = csv.writer(f, dialect='excel')\n",
    "    for i in tqdm(ads_data):\n",
    "        csv_file.writerow(i)"
   ]
  }
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